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Awesome-omni-skill knowledge-synthesis

知识合成 — 将多来源信息融合为结构化知识，生成摘要、报告和知识图谱

install
source · Clone the upstream repo
git clone https://github.com/diegosouzapw/awesome-omni-skill
Claude Code · Install into ~/.claude/skills/
T=$(mktemp -d) && git clone --depth=1 https://github.com/diegosouzapw/awesome-omni-skill "$T" && mkdir -p ~/.claude/skills && cp -r "$T/skills/development/knowledge-synthesis" ~/.claude/skills/diegosouzapw-awesome-omni-skill-knowledge-synthesis && rm -rf "$T"
manifest: skills/development/knowledge-synthesis/SKILL.md
source content

Knowledge Synthesis

Overview

Fuse multi-source information into structured knowledge; generate summaries, reports, and knowledge graphs.

Information Fusion

  • Merge overlapping content; resolve redundancy
  • Align terminology across sources; normalize units and formats
  • Preserve provenance (source, timestamp) for each fact

Contradiction Resolution

  • Detect conflicting claims across sources
  • Apply source-evaluation scores to prefer higher-credibility sources
  • Surface unresolved contradictions to user with context

Structured Output Generation

  • Reports: Executive summary, key findings, recommendations, appendix with sources
  • Summaries: Bullet-point or paragraph form; configurable length
  • Comparisons: Side-by-side analysis (e.g., tool A vs B); pros/cons tables

Knowledge Graph Entry Creation

  • Extract entities (people, orgs, concepts) and relations
  • Create graph nodes and edges; support incremental updates
  • Export to standard formats (JSON-LD, RDF) for downstream use

Confidence Scoring

  • Assign confidence (0–1) to synthesized claims based on source agreement and quality
  • Include confidence in output; flag low-confidence items for review